The sound split the stillness of the afternoon. A deep, guttural rip. Then, the sickening crunch of wood against wood. Across the street, the massive oak in the Miller's yard had finally given way. It had landed right across their driveway, blocking it completely.

She knew she had to help. She dashed out of her house, her hands already reaching for her phone, before she even knew what she would say. She found Mrs. Miller standing at the edge of the destruction, her shoulders slumped.

"Oh, Sarah, are you alright?" she called out, hurrying towards her. She took Mrs. Miller's arm, a quick, reassuring grasp. "Let's go inside, you poor thing. I'll call the insurance companies. It's going to be okay. Truly."

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417